Evidence map›Paper›PMID 42180173›Full record

ArticleAsia-Pacific journal of oncology nursing2026

Patterns of health-promoting lifestyles among patients with colorectal cancer: A latent profile analysis.

Mengjiao Zhong, Xiaodan Wu, Jingyue Xie, Xinxin Li, Xiaoxuan Wang, Qianqian Du, Chen Yuan, Wenwen Wu, Meifen Zhang

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Article in Asia-Pacific journal of oncology nursing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Mengjiao ZhongSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Institution I, Guangzhou, China.
Xiaodan WuSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Institution I, Guangzhou, China.
Jingyue XieSchool of Nursing, Sun Yat-Sen University, Institution II, Guangzhou, China.
Xinxin LiSchool of Medicine and Health, Shunde Polytechnic University, Institution III, Shunde, China.
Xiaoxuan WangSun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Institution I, Guangzhou, China.
Qianqian DuSchool of Nursing, Sun Yat-Sen University, Institution II, Guangzhou, China.
Chen YuanSchool of Nursing, Sun Yat-Sen University, Institution II, Guangzhou, China.
Wenwen WuSchool of Nursing, Sun Yat-Sen University, Institution II, Guangzhou, China.
Meifen ZhangSchool of Nursing, Sun Yat-Sen University, Institution II, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To identify the latent profiles of health-promoting lifestyle and explore the correlates of these profiles among patients with colorectal cancer. Methods: A total of 561 hospitalized patients with colorectal cancer at a tertiary hospital in Guangzhou between July 2023 and June 2024 were enrolled. The Health-Promoting Lifestyle Profile II Revised (HPLP-II R) was used to assess health-promoting behaviors. Latent profile analysis (LPA) was conducted to identify health-promoting lifestyle subgroups. Univariate analysis and multinomial logistic regression were performed to examine the association between profiles and sociodemographic characteristics, physical frailty, and psychosocial factors. Results: Four distinct health-promoting lifestyle profiles were identified: profile 1 - "the comprehensively positive high health-promotion (8.4%)", profile 2 - "the nutrition-spiritual growth retained low health-promotion (41.5%)", profile 3 - "the globally low health-promotion (14.4%)", and profile 4 - "the balanced moderate health-promotion (35.7%)". Psychological frailty and friendship isolation were more likely to be associated with Profile 2 ( Conclusions: Health-promoting lifestyle profiles of patients with colorectal cancer has distinct characteristics. These findings provide a basis for nurses to identify high-risk subgroups and implement profile-specific, targeted lifestyle interventions in clinical practice. Target intervention tailored to each profile's characteristics and correlates may modify the lifestyle among patients with colorectal cancer.

Indexed as

Colorectal cancerDepressionFrailtyHealth-promoting lifestyleLatent profile analysisSocial isolation

Identifiers

PMID42180173
PMCPMC13193774

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.